How Large AI Models Are Shaping the Next Generation of Intelligent Agents – Insights from Prof. Liu Yang

Professor Liu Yang, a leading AI researcher at Tsinghua University, explains how the explosion of large‑scale language models is redefining intelligent systems. Since the debut of ChatGPT in late 2022, model capabilities have been improving at a near‑doubling rate, compressing decades of progress into months. Liu argues that two clear trends are emerging: massive models become the "brain" of AI, while intelligent agents act as the "body" that puts that brain to work. He highlights Zhipu’s recent launch of the world’s first AI agent that blends deep research with real‑world operation, marking a milestone for artificial general intelligence. The article also covers practical advances such as Retrieval‑Augmented Generation (RAG) optimization, where business‑driven embedding models are rigorously evaluated to boost relevance and trustworthiness. Looking ahead to the "LLM 2.0 era" in 2025, research will shift from sheer scale to efficiency, multimodal reasoning, and robust agent frameworks like TrustRAG, R1‑VL, and TDAG. These innovations aim to create a continuously evolving AI ecosystem that can reason step‑by‑step, adapt to complex tasks, and operate securely on edge devices. Liu’s vision paints a future where large models and intelligent agents together drive smarter, more reliable applications across every industry.

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Sweet Surprise: NASA Finds Sugars, Gum‑Like Material and Stardust in Asteroid Bennu Samples

Scientists examining rock and dust collected from NASA’s asteroid‑hopping mission OSIRIS‑REx have uncovered a surprising mix of organic goodies that could reshape our ideas about how life‑building chemistry began in the solar system. In two new papers, researchers report the detection of simple sugars—essential building blocks for DNA and RNA—alongside a sticky, gum‑like polymer rich in nitrogen and oxygen. Even more striking, microscopic grains of ancient stardust were embedded in the same material, hinting that the asteroid’s parent body inherited ingredients forged in distant supernovae. The sugars were identified using high‑resolution mass spectrometry, while the polymer’s structure suggests it formed in a cold, water‑free environment, challenging the notion that liquid water is required for complex organics to appear. Together, these findings imply that asteroids like Bennu could have delivered a ready‑made chemical toolkit to early Earth, jump‑starting the processes that eventually led to life. The work, published in Nature Geoscience and Nature Astronomy, underscores the value of sample‑return missions for peering directly into the chemistry of the early solar system and opens new avenues for exploring the origins of life beyond our planet.

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How FD‑SOI Could Rescue China’s Chip Industry Amid Global Tech Tensions

Ten years after the world’s chip makers began scrambling over new technology, China finds a surprising lifeline in a once‑forgotten path called FD‑SOI (Fully‑Depleted Silicon‑On‑Insulator). The story starts in 1999, when the U.S. DARPA funded a daring research project to push CMOS chips past the 25 nm barrier, a point many believed would end Moore’s Law. Professor Hu Chenming, a Chinese scientist at UC Berkeley, proposed two very different ways forward. One was the now‑dominant 3‑D FinFET design, which required expensive new equipment and massive investment. The other was FD‑SOI, a planar technology that could keep chips shrinking without the costly EUV lithography machines. Fast‑forward to today: geopolitical pressure and export controls have left China’s most advanced chip factories stuck at a “chokepoint.” FD‑SOI offers a realistic escape route. It works well for high‑frequency applications like 5G, satellite links, automotive radar and the booming Internet‑of‑Things market, while demanding far less capital. Industry leaders say a 12‑14 nm FD‑SOI chip can match many 16‑7 nm FinFET designs at a fraction of the cost. Over the past decade, China has built a full ecosystem—materials, fabs, design tools and IP—around FD‑SOI, turning a niche idea into a potential cornerstone for the nation’s semiconductor future.

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Secret Blood Molecules Could Turn Back the Clock on Aging

Secret Blood Molecules Could Turn Back the Clock on Aging

A team of chemists and biologists from the American Chemical Society has uncovered a handful of tiny proteins circulating in the bloodstream that appear to have powerful anti‑aging effects. These previously hidden molecules, nicknamed “youth factors,” were identified by scanning the plasma of young, middle‑aged, and elderly volunteers and looking for proteins that change dramatically with age. In laboratory tests, adding the youth factors to aged mouse cells sparked a burst of cellular repair, boosted mitochondrial function, and even reversed markers of senescence. When the same cocktail was injected into older mice, the animals showed improved muscle strength, sharper cognition, and longer lifespans compared with untreated controls. The researchers say the proteins work by re‑activating pathways that keep cells youthful, such as enhanced DNA‑damage repair and better protein‑folding quality control. While human trials are still years away, the discovery opens a promising new avenue for therapies that could slow or even reverse age‑related decline. The study highlights how much we still have to learn about the blood’s hidden chemistry and its potential to keep us healthier for longer.

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China’s 6G Leap: Terahertz Tech Promises Lightning‑Fast Mobile Networks

China’s 6G Leap: Terahertz Tech Promises Lightning‑Fast Mobile Networks

China is fast‑tracking the next generation of mobile internet—6G—by moving from lab experiments to real‑world trials. While 5G is still being rolled out, Chinese researchers have already begun testing a brand‑new kind of wireless link that could dwarf today’s speeds. In a recent breakthrough, a team in Shandong’s coastal city of Rizhao demonstrated a working 6G connection using terahertz (THz) frequencies, a part of the electromagnetic spectrum that sits far above the microwave bands used for 5G. THz waves can carry massive amounts of data, potentially delivering download speeds that are dozens or even hundreds of times faster than 5G. Early business scenarios are already emerging, from ultra‑high‑definition video streaming to real‑time holographic communication and advanced industrial automation. Although large‑scale commercial roll‑outs are still years away, the successful test shows that the technology is feasible and could become a core building block of future networks. As China continues to upgrade its 5G infrastructure, the integration of terahertz communication is expected to pave the way for a new era of ultra‑fast, ultra‑reliable connectivity that could transform everything from smartphones to smart cities.

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China’s Robot Revolution: Heavy‑Duty Machines Double Production and Speed Up Factories

China’s home‑grown industrial robots are moving from the lab to the shop floor at breakneck speed. At the 25th China International Industrial Fair, Estun’s heavy‑duty robot lifted a 1,200 kg load repeatedly, proving that high stiffness, precision and reliability are now achievable with domestic technology. After years of relying on imports, Chinese firms have surged ahead during the 14th Five‑Year Plan: Estun’s 700 kg robot sold over a hundred units in 2024 and a new 1,000 kg model is already in production. Welding robots from Siasun can spot‑weld in just 2.2 seconds, while EFORT’s spray robots finish a vehicle coating in 80 seconds—down from three to five days on a conventional line. The latest EFORT models even handle color matching, changes, spraying and cleaning automatically. Industrial robot output hit 595,000 units in the first three quarters of 2025, already surpassing the whole of last year. China now boasts more than 2 million robots, the world’s largest stock, and accounts for 54 % of global sales. Robot density rose from eighth to third place worldwide, and over 35,000 smart factories are operational. Looking forward, AI‑enabled “intelligent partners” are emerging, such as EFORT’s voice‑controlled palletizing robot that sees, hears and acts without programming. The industry is shifting from single‑task machines to versatile, specialized solutions that will reshape manufacturing and services across the nation.

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